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Accurate Classification of Protein Subcellular Localization from High-Throughput Microscopy Images Using Deep Learning
High-throughput microscopy of many single cells generates high-dimensional data that are far from straightforward to analyze. One important problem is automatically detecting the cellular compartment where a fluorescently-tagged protein resides, a task relatively simple for an experienced human, but...
Autores principales: | , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Genetics Society of America
2017
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5427497/ https://www.ncbi.nlm.nih.gov/pubmed/28391243 http://dx.doi.org/10.1534/g3.116.033654 |